Fourier Features Let Networks Learn High Frequency Functions in Low Dimensional Domains

18 June 2020

Papers citing "Fourier Features Let Networks Learn High Frequency Functions in Low Dimensional Domains"

50 / 1,458 papers shown

Title
Mesh Compression with Quantized Neural Displacement Fields Sai Karthikey Pentapati Gregoire Phillips Alan Bovik AI4CE 38 0 0 28 Mar 2025
GmNet: Revisiting Gating Mechanisms From A Frequency View Yifan Wang Xu Ma Yitian Zhang Zhongruo Wang Sung-Cheol Kim Vahid Mirjalili Vidya Renganathan Y. Fu 36 0 0 28 Mar 2025
Synergistic Bleeding Region and Point Detection in Surgical Videos Jialun Pei Zhangjun Zhou Diandian Guo Zhixi Li Jing Qin Bo Du Pheng-Ann Heng 42 0 0 28 Mar 2025
KernelFusion: Assumption-Free Blind Super-Resolution via Patch Diffusion Oliver Heinimann Assaf Shocher Tal Zimbalist Michal Irani DiffM SupR 48 0 0 27 Mar 2025
F-INR: Functional Tensor Decomposition for Implicit Neural Representations Sai Karthikeya Vemuri Tim Buchner Joachim Denzler AI4CE 39 0 0 27 Mar 2025
Unveiling the Potential of Superexpressive Networks in Implicit Neural Representations Uvini Balasuriya Mudiyanselage Woojin Cho Minju Jo Noseong Park Kookjin Lee 37 0 0 27 Mar 2025
Learning Scene-Level Signed Directional Distance Function with Ellipsoidal Priors and Neural Residuals Zhirui Dai Hojoon Shin Yulun Tian Ki Myung Brian Lee Nikolay A. Atanasov 46 0 0 25 Mar 2025
BADGR: Bundle Adjustment Diffusion Conditioned by GRadients for Wide-Baseline Floor Plan Reconstruction Yuguang Li Ivaylo Boyadzhiev Zixuan Liu Linda Shapiro Alex Colburn DiffM 3DV 65 0 0 25 Mar 2025
SINR: Sparsity Driven Compressed Implicit Neural Representations Dhananjaya Jayasundara Sudarshan Rajagopalan Y. Ranasinghe Trac D. Tran Vishal M. Patel 42 0 0 25 Mar 2025
Boosting Resolution Generalization of Diffusion Transformers with Randomized Positional Encodings Cong Liu Liang Hou Mingwu Zheng Xin Tao Pengfei Wan Di Zhang Kun Gai 49 0 0 24 Mar 2025
End-to-End Implicit Neural Representations for Classification Alexander Gielisse J. C. V. Gemert 42 0 0 23 Mar 2025
NdLinear Is All You Need for Representation Learning Alex Reneau Jerry Yao-Chieh Hu Zhongfang Zhuang Ting-Chun Liu HAI 39 0 0 21 Mar 2025
Towards Understanding the Benefits of Neural Network Parameterizations in Geophysical Inversions: A Study With Neural Fields Anran Xu L. Heagy 47 0 0 21 Mar 2025
GAIR: Improving Multimodal Geo-Foundation Model with Geo-Aligned Implicit Representations Z. Liu Fan Zhang Junfeng Jiao Ni Lao Gengchen Mai 47 1 0 20 Mar 2025
Digitally Prototype Your Eye Tracker: Simulating Hardware Performance using 3D Synthetic Data Esther Y. H. Lin Yimin Ding Jogendra Kundu Yatong An Mohamed T. El-Haddad Alexander Fix 36 0 0 20 Mar 2025
ARC: Anchored Representation Clouds for High-Resolution INR Classification Joost Luijmes Alexander Gielisse Roman Knyazhitskiy J. C. V. Gemert 47 1 0 19 Mar 2025
LIFT: Latent Implicit Functions for Task- and Data-Agnostic Encoding A. Kazerouni Soroush Mehraban Michael Brudno Babak Taati 41 0 0 19 Mar 2025
Enhanced Vascular Flow Simulations in Aortic Aneurysm via Physics-Informed Neural Networks and Deep Operator Networks Oscar L. Cruz-González Valérie Deplano Badih Ghattas MedIm AI4CE 42 0 0 19 Mar 2025
GenStereo: Towards Open-World Generation of Stereo Images and Unsupervised Matching Feng Qiao Zhexiao Xiong Eric Xing Nathan Jacobs DiffM 3DV 51 1 0 17 Mar 2025
SAM2 for Image and Video Segmentation: A Comprehensive Survey Zhang Jiaxing Tang Hao VLM 52 0 0 17 Mar 2025
R3-Avatar: Record and Retrieve Temporal Codebook for Reconstructing Photorealistic Human Avatars Yifan Zhan Wangze Xu Qingtian Zhu Muyao Niu Mingze Ma Yifei Liu Zhihang Zhong Xiao-Fu Sun Yinqiang Zheng 69 0 0 17 Mar 2025
Mitigating Spectral Bias in Neural Operators via High-Frequency Scaling for Physical Systems Siavash Khodakarami Vivek Oommen Aniruddha Bora George Karniadakis AI4CE 60 1 0 17 Mar 2025
Learning from Synchronization: Self-Supervised Uncalibrated Multi-View Person Association in Challenging Scenes Keqi Chen V. Srivastav Didier Mutter N. Padoy 44 0 0 17 Mar 2025
A Survey on Transformer Context Extension: Approaches and Evaluation Yijun Liu Jinzheng Yu Yang Xu Zhongyang Li Qingfu Zhu LLMAG 66 0 0 17 Mar 2025
CDKFormer: Contextual Deviation Knowledge-Based Transformer for Long-Tail Trajectory Prediction Yuansheng Lian Ke Zhang Meng Li 55 0 0 16 Mar 2025
Challenges and Advancements in Modeling Shock Fronts with Physics-Informed Neural Networks: A Review and Benchmarking Study J. Abbasi Ameya D. Jagtap Ben Moseley Aksel Hiorth P. Andersen PINN AI4CE 39 1 0 14 Mar 2025
TAR3D: Creating High-Quality 3D Assets via Next-Part Prediction Xuying Zhang Yutong Liu Yangguang Li Renrui Zhang Y. Liu ... Wanli Ouyang Zhiwei Xiong Peng Gao Qibin Hou Ming-Ming Cheng 118 3 0 13 Mar 2025
MetricGrids: Arbitrary Nonlinear Approximation with Elementary Metric Grids based Implicit Neural Representation Shu Wang Yanbo Gao Shuai Li Chong Lv Xun Cai Chuankun Li Hui Yuan J. Zhang 58 0 0 13 Mar 2025
SASNet: Spatially-Adaptive Sinusoidal Neural Networks Haoan Feng Diana Aldana Tiago Novello L. Floriani 52 0 0 12 Mar 2025
Dynamic PET Image Reconstruction via Non-negative INR Factorization Chaozhi Zhang Wenxiang Ding Roy Y. He Xiaoqun Zhang Qiaoqiao Ding 33 0 0 11 Mar 2025
PromptGAR: Flexible Promptive Group Activity Recognition Zhangyu Jin Andrew Feng Ankur Chemburkar Celso M. De Melo VLM 42 0 0 11 Mar 2025
Efficient Distillation of Classifier-Free Guidance using Adapters Cristian Perez Jensen Seyedmorteza Sadat 53 1 0 10 Mar 2025
Implicit Neural Representation for Video and Image Super-Resolution M. Aiyetigbo Wanqi Yuan Feng Luo Nianyi Li SupR 54 0 0 06 Mar 2025
Distilling Dataset into Neural Field DongHyeok Shin Heesun Bae Gyuwon Sim Wanmo Kang Il-Chul Moon DD 66 1 0 05 Mar 2025
2DGS-Avatar: Animatable High-fidelity Clothed Avatar via 2D Gaussian Splatting Qipeng Yan Mingyang Sun L. Zhang 3DGS 47 0 0 04 Mar 2025
A Hypernetwork-Based Approach to KAN Representation of Audio Signals Patryk Marszałek Maciej Rut Piotr Kawa P. Syga 36 0 0 04 Mar 2025
Lossy Neural Compression for Geospatial Analytics: A Review Carlos Gomes Isabelle Wittmann Damien Robert Johannes Jakubik Tim Reichelt ... Romeo Kienzler Rania Briq Sabrina Benassou Michele Lazzarini C. Albrecht 88 2 0 03 Mar 2025
Foundation Models Secretly Understand Neural Network Weights: Enhancing Hypernetwork Architectures with Foundation Models Jeffrey Gu Serena Yeung-Levy AI4CE 29 0 0 02 Mar 2025
Ext2Gen: Alignment through Unified Extraction and Generation for Robust Retrieval-Augmented Generation Hwanjun Song J. Choi Minseok Kim RALM 3DV 66 0 0 28 Feb 2025
Towards Lossless Implicit Neural Representation via Bit Plane Decomposition Woo Kyoung Han Byeonghun Lee Hyunmin Cho Sunghoon Im Kyong Hwan Jin MQ 112 0 0 28 Feb 2025
Understanding the Limits of Deep Tabular Methods with Temporal Shift Hao-Run Cai Han-Jia Ye AI4TS 46 2 0 27 Feb 2025
Few-shot Species Range Estimation Christian Lange Max Hamilton Elijah Cole Alexander Shepard Samuel Heinrich Angela Zhu Subhransu Maji Grant Van Horn Oisin Mac Aodha 76 0 0 24 Feb 2025
Gabor-Enhanced Physics-Informed Neural Networks for Fast Simulations of Acoustic Wavefields Mohammad Mahdi Abedi David Pardo Tariq Alkhalifah 49 1 0 24 Feb 2025
Context-Aware Doubly-Robust Semi-Supervised Learning Clement Ruah Houssem Sifaou Osvaldo Simeone Bashir M. Al-Hashimi 58 0 0 24 Feb 2025
On Memorization in Diffusion Models Xiangming Gu Chao Du Tianyu Pang Chongxuan Li Min-Bin Lin Ye Wang DiffM TDI 166 43 0 21 Feb 2025
VAPO: Visibility-Aware Keypoint Localization for Efficient 6DoF Object Pose Estimation Ruyi Lian Haibin Ling Longin Jan Latecki Haibin Ling 51 0 0 20 Feb 2025
MindLLM: A Subject-Agnostic and Versatile Model for fMRI-to-Text Decoding Weikang Qiu Zheng Huang Haoyu Hu Aosong Feng Yujun Yan Rex Ying 43 0 0 18 Feb 2025
MaskGWM: A Generalizable Driving World Model with Video Mask Reconstruction Jingcheng Ni Yuxin Guo Yichen Liu Rui Chen Lewei Lu Z. Wu DiffM VGen 59 3 0 17 Feb 2025
Single-Step Consistent Diffusion Samplers Pascal Jutras-Dubé Patrick Pynadath Ruqi Zhang DiffM 73 0 0 17 Feb 2025
Machine learning for modelling unstructured grid data in computational physics: a review Sibo Cheng Marc Bocquet Weiping Ding Tobias S. Finn Rui Fu ... Yong Zeng Mingrui Zhang Hao Zhou Kewei Zhu Rossella Arcucci PINN AI4CE 107 0 0 13 Feb 2025